Browsing by Subject "Q-learning"

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Language inference with multi-head automata through reinforcement learning

Şekerci, Alper; Köken, Özlem Salehi (IEEE, 2020)

The purpose of this paper is to use reinforcement learning to model learning agents which can recognize formal languages. Agents are modeled as simple multi-head automaton, a new model of finite automaton that uses multiple ...